Overview
Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 2430 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 154.2 KiB |
| Average record size in memory | 65.0 B |
Variable types
| DateTime | 1 |
|---|---|
| TimeSeries | 6 |
| Boolean | 1 |
Timeseries statistics
| Number of series | 6 |
|---|---|
| Time series length | 2430 |
| Starting point | 2010-01-04 00:00:00 |
| Ending point | 2019-08-30 00:00:00 |
| Period | 1 day, 10 hours and 49 minutes |
repaired? has constant value "False" | Constant |
adj close is highly overall correlated with close and 4 other fields | High correlation |
close is highly overall correlated with adj close and 4 other fields | High correlation |
high is highly overall correlated with adj close and 4 other fields | High correlation |
low is highly overall correlated with adj close and 4 other fields | High correlation |
open is highly overall correlated with adj close and 4 other fields | High correlation |
volume is highly overall correlated with adj close and 4 other fields | High correlation |
adj close is non stationary | Non stationary |
close is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
open is non stationary | Non stationary |
volume is non stationary | Non stationary |
adj close is seasonal | Seasonal |
close is seasonal | Seasonal |
high is seasonal | Seasonal |
low is seasonal | Seasonal |
open is seasonal | Seasonal |
volume is seasonal | Seasonal |
Date has unique values | Unique |
Reproduction
| Analysis started | 2026-02-06 03:46:50.723136 |
|---|---|
| Analysis finished | 2026-02-06 03:46:55.406441 |
| Duration | 4.68 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Date
Date
Unique
| Distinct | 2430 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.0 KiB |
| Minimum | 2010-01-04 00:00:00 |
|---|---|
| Maximum | 2019-08-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
adj close
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2056 |
|---|---|
| Distinct (%) | 84.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.050523 |
|---|---|
| Minimum | 26.209999 |
| Maximum | 113.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 26.209999 |
|---|---|
| 5-th percentile | 42.196999 |
| Q1 | 52.047501 |
| median | 73.764999 |
| Q3 | 93.877499 |
| 95-th percentile | 104.7 |
| Maximum | 113.93 |
| Range | 87.720001 |
| Interquartile range (IQR) | 41.829998 |
Descriptive statistics
| Standard deviation | 22.074933 |
|---|---|
| Coefficient of variation (CV) | 0.30218721 |
| Kurtosis | -1.386272 |
| Mean | 73.050523 |
| Median Absolute Deviation (MAD) | 21.044998 |
| Skewness | -0.026642822 |
| Sum | 177512.77 |
| Variance | 487.30269 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6066339276 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 44.65999985 | 6 | 0.2% |
| 93.95999908 | 4 | 0.2% |
| 53.90000153 | 4 | 0.2% |
| 97.37999725 | 3 | 0.1% |
| 50.79000092 | 3 | 0.1% |
| 50.41999817 | 3 | 0.1% |
| 47.63999939 | 3 | 0.1% |
| 47.04999924 | 3 | 0.1% |
| 67.04000092 | 3 | 0.1% |
| 93.87999725 | 3 | 0.1% |
| Other values (2046) | 2395 |
| Value | Count | Frequency (%) |
| 26.20999908 | 1 | |
| 26.54999924 | 1 | |
| 27.45000076 | 1 | |
| 27.94000053 | 1 | |
| 28.45999908 | 1 | |
| 29.04000092 | 1 | |
| 29.42000008 | 1 | |
| 29.44000053 | 1 | |
| 29.53000069 | 1 | |
| 29.63999939 | 1 |
| Value | Count | Frequency (%) |
| 113.9300003 | 1 | |
| 113.5199966 | 1 | |
| 112.8600006 | 1 | |
| 112.7900009 | 1 | |
| 112.7600021 | 1 | |
| 112.2900009 | 1 | |
| 112.2799988 | 1 | |
| 112.2099991 | 1 | |
| 111.4499969 | 1 | |
| 111.0500031 | 1 |
close
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2056 |
|---|---|
| Distinct (%) | 84.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.050523 |
|---|---|
| Minimum | 26.209999 |
| Maximum | 113.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 26.209999 |
|---|---|
| 5-th percentile | 42.196999 |
| Q1 | 52.047501 |
| median | 73.764999 |
| Q3 | 93.877499 |
| 95-th percentile | 104.7 |
| Maximum | 113.93 |
| Range | 87.720001 |
| Interquartile range (IQR) | 41.829998 |
Descriptive statistics
| Standard deviation | 22.074933 |
|---|---|
| Coefficient of variation (CV) | 0.30218721 |
| Kurtosis | -1.386272 |
| Mean | 73.050523 |
| Median Absolute Deviation (MAD) | 21.044998 |
| Skewness | -0.026642822 |
| Sum | 177512.77 |
| Variance | 487.30269 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6066339276 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 44.65999985 | 6 | 0.2% |
| 93.95999908 | 4 | 0.2% |
| 53.90000153 | 4 | 0.2% |
| 97.37999725 | 3 | 0.1% |
| 50.79000092 | 3 | 0.1% |
| 50.41999817 | 3 | 0.1% |
| 47.63999939 | 3 | 0.1% |
| 47.04999924 | 3 | 0.1% |
| 67.04000092 | 3 | 0.1% |
| 93.87999725 | 3 | 0.1% |
| Other values (2046) | 2395 |
| Value | Count | Frequency (%) |
| 26.20999908 | 1 | |
| 26.54999924 | 1 | |
| 27.45000076 | 1 | |
| 27.94000053 | 1 | |
| 28.45999908 | 1 | |
| 29.04000092 | 1 | |
| 29.42000008 | 1 | |
| 29.44000053 | 1 | |
| 29.53000069 | 1 | |
| 29.63999939 | 1 |
| Value | Count | Frequency (%) |
| 113.9300003 | 1 | |
| 113.5199966 | 1 | |
| 112.8600006 | 1 | |
| 112.7900009 | 1 | |
| 112.7600021 | 1 | |
| 112.2900009 | 1 | |
| 112.2799988 | 1 | |
| 112.2099991 | 1 | |
| 111.4499969 | 1 | |
| 111.0500031 | 1 |
high
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2003 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.996556 |
|---|---|
| Minimum | 27.48 |
| Maximum | 114.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 27.48 |
|---|---|
| 5-th percentile | 43.068 |
| Q1 | 52.860001 |
| median | 74.740002 |
| Q3 | 94.697498 |
| 95-th percentile | 105.585 |
| Maximum | 114.83 |
| Range | 87.350002 |
| Interquartile range (IQR) | 41.837498 |
Descriptive statistics
| Standard deviation | 22.119629 |
|---|---|
| Coefficient of variation (CV) | 0.29892781 |
| Kurtosis | -1.397453 |
| Mean | 73.996556 |
| Median Absolute Deviation (MAD) | 21.170002 |
| Skewness | -0.026499358 |
| Sum | 179811.63 |
| Variance | 489.27797 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6115468267 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 46.52999878 | 5 | 0.2% |
| 97.69000244 | 4 | 0.2% |
| 52.77999878 | 4 | 0.2% |
| 53.43000031 | 4 | 0.2% |
| 92.87999725 | 4 | 0.2% |
| 48.74000168 | 4 | 0.2% |
| 97.81999969 | 4 | 0.2% |
| 94.63999939 | 4 | 0.2% |
| 46.40999985 | 4 | 0.2% |
| 86.37000275 | 4 | 0.2% |
| Other values (1993) | 2389 |
| Value | Count | Frequency (%) |
| 27.47999954 | 1 | |
| 28.57999992 | 1 | |
| 29.21999931 | 1 | |
| 29.65999985 | 1 | |
| 30.20999908 | 1 | |
| 30.25 | 1 | |
| 30.61000061 | 1 | |
| 30.72999954 | 1 | |
| 31.18000031 | 1 | |
| 31.37999916 | 1 |
| Value | Count | Frequency (%) |
| 114.8300018 | 1 | |
| 114.1800003 | 1 | |
| 113.9700012 | 1 | |
| 113.4800034 | 1 | |
| 113.4599991 | 1 | |
| 113.4000015 | 1 | |
| 113.2200012 | 1 | |
| 113.1800003 | 1 | |
| 112.6399994 | 1 | |
| 112.4800034 | 1 |
low
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2038 |
|---|---|
| Distinct (%) | 83.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.042424 |
|---|---|
| Minimum | 26.049999 |
| Maximum | 112.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 26.049999 |
|---|---|
| 5-th percentile | 41.4615 |
| Q1 | 51.029999 |
| median | 72.52 |
| Q3 | 92.9275 |
| 95-th percentile | 103.861 |
| Maximum | 112.25 |
| Range | 86.200001 |
| Interquartile range (IQR) | 41.897501 |
Descriptive statistics
| Standard deviation | 21.942269 |
|---|---|
| Coefficient of variation (CV) | 0.30457427 |
| Kurtosis | -1.3791629 |
| Mean | 72.042424 |
| Median Absolute Deviation (MAD) | 20.889999 |
| Skewness | -0.024296874 |
| Sum | 175063.09 |
| Variance | 481.46316 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5830230706 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 92.86000061 | 4 | 0.2% |
| 96.26000214 | 4 | 0.2% |
| 96.51000214 | 4 | 0.2% |
| 90.66000366 | 3 | 0.1% |
| 96.37000275 | 3 | 0.1% |
| 93.08000183 | 3 | 0.1% |
| 90 | 3 | 0.1% |
| 97.37000275 | 3 | 0.1% |
| 46.66999817 | 3 | 0.1% |
| 85.11000061 | 3 | 0.1% |
| Other values (2028) | 2397 |
| Value | Count | Frequency (%) |
| 26.04999924 | 1 | |
| 26.19000053 | 1 | |
| 26.95000076 | 1 | |
| 27.23999977 | 1 | |
| 27.73999977 | 1 | |
| 27.87000084 | 1 | |
| 28.20999908 | 1 | |
| 28.70000076 | 1 | |
| 28.72999954 | 1 | |
| 29.04999924 | 1 |
| Value | Count | Frequency (%) |
| 112.25 | 1 | |
| 111.6900024 | 1 | |
| 111.1200027 | 1 | |
| 111.0800018 | 1 | |
| 111 | 1 | |
| 110.8199997 | 1 | |
| 110.7099991 | 1 | |
| 110.3000031 | 1 | |
| 110.1100006 | 1 | |
| 109.1100006 | 1 |
open
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2014 |
|---|---|
| Distinct (%) | 82.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.070329 |
|---|---|
| Minimum | 27.299999 |
| Maximum | 113.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 27.299999 |
|---|---|
| 5-th percentile | 42.103001 |
| Q1 | 52.054999 |
| median | 73.880001 |
| Q3 | 93.877499 |
| 95-th percentile | 104.76 |
| Maximum | 113.89 |
| Range | 86.59 |
| Interquartile range (IQR) | 41.822499 |
Descriptive statistics
| Standard deviation | 22.056567 |
|---|---|
| Coefficient of variation (CV) | 0.30185395 |
| Kurtosis | -1.3872633 |
| Mean | 73.070329 |
| Median Absolute Deviation (MAD) | 21.040001 |
| Skewness | -0.026705827 |
| Sum | 177560.9 |
| Variance | 486.49216 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6106746874 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 93.48999786 | 5 | 0.2% |
| 99.19999695 | 5 | 0.2% |
| 97.30000305 | 4 | 0.2% |
| 49.31000137 | 4 | 0.2% |
| 95.79000092 | 4 | 0.2% |
| 66.62000275 | 4 | 0.2% |
| 46.27999878 | 3 | 0.1% |
| 48.79000092 | 3 | 0.1% |
| 99.48000336 | 3 | 0.1% |
| 61.54999924 | 3 | 0.1% |
| Other values (2004) | 2392 |
| Value | Count | Frequency (%) |
| 27.29999924 | 1 | |
| 27.34000015 | 1 | |
| 28.32999992 | 1 | |
| 28.35000038 | 1 | |
| 28.36000061 | 1 | |
| 29.07999992 | 1 | |
| 29.13999939 | 1 | |
| 29.20000076 | 1 | |
| 29.71999931 | 1 | |
| 29.75 | 1 |
| Value | Count | Frequency (%) |
| 113.8899994 | 1 | |
| 113.2799988 | 1 | |
| 113.1299973 | 1 | |
| 112.9800034 | 1 | |
| 112.8199997 | 1 | |
| 112.3399963 | 1 | |
| 112.1500015 | 1 | |
| 111.8899994 | 1 | |
| 111.3700027 | 1 | |
| 110.6800003 | 1 |
repaired?
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.4 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 2430 |
volume
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2423 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 416384.85 |
|---|---|
| Minimum | 48516 |
| Maximum | 1311000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 48516 |
|---|---|
| 5-th percentile | 150918.7 |
| Q1 | 253456.25 |
| median | 351326 |
| Q3 | 562662.25 |
| 95-th percentile | 806731.6 |
| Maximum | 1311000 |
| Range | 1262484 |
| Interquartile range (IQR) | 309206 |
Descriptive statistics
| Standard deviation | 212491.76 |
|---|---|
| Coefficient of variation (CV) | 0.51032539 |
| Kurtosis | 0.06878631 |
| Mean | 416384.85 |
| Median Absolute Deviation (MAD) | 129585.5 |
| Skewness | 0.81783706 |
| Sum | 1.0118152 × 109 |
| Variance | 4.5152749 × 1010 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2377250318 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 226343 | 2 | 0.1% |
| 297522 | 2 | 0.1% |
| 317997 | 2 | 0.1% |
| 132427 | 2 | 0.1% |
| 250038 | 2 | 0.1% |
| 598836 | 2 | 0.1% |
| 895643 | 2 | 0.1% |
| 481034 | 1 | < 0.1% |
| 450472 | 1 | < 0.1% |
| 542254 | 1 | < 0.1% |
| Other values (2413) | 2413 |
| Value | Count | Frequency (%) |
| 48516 | 1 | |
| 51877 | 1 | |
| 65666 | 1 | |
| 83702 | 1 | |
| 84627 | 1 | |
| 90824 | 1 | |
| 91398 | 1 | |
| 92780 | 1 | |
| 93130 | 1 | |
| 95270 | 1 |
| Value | Count | Frequency (%) |
| 1311000 | 1 | |
| 1253566 | 1 | |
| 1182327 | 1 | |
| 1173581 | 1 | |
| 1147389 | 1 | |
| 1136232 | 1 | |
| 1135440 | 1 | |
| 1124959 | 1 | |
| 1108052 | 1 | |
| 1095643 | 1 |
Interactions
Correlations
| adj close | close | high | low | open | volume | |
|---|---|---|---|---|---|---|
| adj close | 1.000 | 1.000 | 0.999 | 0.999 | 0.998 | -0.602 |
| close | 1.000 | 1.000 | 0.999 | 0.999 | 0.998 | -0.602 |
| high | 0.999 | 0.999 | 1.000 | 0.999 | 0.999 | -0.596 |
| low | 0.999 | 0.999 | 0.999 | 1.000 | 0.999 | -0.607 |
| open | 0.998 | 0.998 | 0.999 | 0.999 | 1.000 | -0.600 |
| volume | -0.602 | -0.602 | -0.596 | -0.607 | -0.600 | 1.000 |
Missing values
Sample
| Date | adj close | close | high | low | open | repaired? | volume | |
|---|---|---|---|---|---|---|---|---|
| 2010-01-04 | 2010-01-04 | 81.510002 | 81.510002 | 81.680000 | 79.629997 | 79.629997 | False | 263542 |
| 2010-01-05 | 2010-01-05 | 81.769997 | 81.769997 | 82.000000 | 80.949997 | 81.629997 | False | 258887 |
| 2010-01-06 | 2010-01-06 | 83.180000 | 83.180000 | 83.519997 | 80.849998 | 81.430000 | False | 370059 |
| 2010-01-07 | 2010-01-07 | 82.660004 | 82.660004 | 83.360001 | 82.260002 | 83.199997 | False | 246632 |
| 2010-01-08 | 2010-01-08 | 82.750000 | 82.750000 | 83.470001 | 81.800003 | 82.650002 | False | 310377 |
| 2010-01-11 | 2010-01-11 | 82.519997 | 82.519997 | 83.949997 | 81.959999 | 82.879997 | False | 296304 |
| 2010-01-12 | 2010-01-12 | 80.790001 | 80.790001 | 82.339996 | 79.910004 | 82.070000 | False | 333866 |
| 2010-01-13 | 2010-01-13 | 79.650002 | 79.650002 | 80.669998 | 78.370003 | 80.059998 | False | 401627 |
| 2010-01-14 | 2010-01-14 | 79.389999 | 79.389999 | 80.360001 | 78.919998 | 79.629997 | False | 275404 |
| 2010-01-15 | 2010-01-15 | 78.000000 | 78.000000 | 79.309998 | 77.699997 | 79.199997 | False | 200555 |
| Date | adj close | close | high | low | open | repaired? | volume | |
|---|---|---|---|---|---|---|---|---|
| 2019-08-19 | 2019-08-19 | 56.209999 | 56.209999 | 56.410000 | 54.840000 | 54.959999 | False | 113571 |
| 2019-08-20 | 2019-08-20 | 56.340000 | 56.340000 | 56.599998 | 55.279999 | 56.099998 | False | 659258 |
| 2019-08-21 | 2019-08-21 | 55.680000 | 55.680000 | 57.130001 | 55.549999 | 56.049999 | False | 704035 |
| 2019-08-22 | 2019-08-22 | 55.349998 | 55.349998 | 56.459999 | 54.849998 | 55.939999 | False | 621573 |
| 2019-08-23 | 2019-08-23 | 54.169998 | 54.169998 | 55.599998 | 53.240002 | 55.349998 | False | 807151 |
| 2019-08-26 | 2019-08-26 | 53.639999 | 53.639999 | 55.259998 | 52.959999 | 53.250000 | False | 679022 |
| 2019-08-27 | 2019-08-27 | 54.930000 | 54.930000 | 55.720001 | 53.689999 | 53.759998 | False | 596624 |
| 2019-08-28 | 2019-08-28 | 55.779999 | 55.779999 | 56.750000 | 55.340000 | 55.709999 | False | 674048 |
| 2019-08-29 | 2019-08-29 | 56.709999 | 56.709999 | 56.889999 | 55.430000 | 55.880001 | False | 630760 |
| 2019-08-30 | 2019-08-30 | 55.099998 | 55.099998 | 56.720001 | 54.549999 | 56.630001 | False | 708268 |